ConceptUpdate Admission Audit Protocol / 更新准入协议
Update Admission Audit Protocol
An auditing framework for evaluating whether policy updates in continual learning systems should be accepted. It simultaneously quantifies learning opportunities missed due to overly conservative rejections, balancing safety with learning efficiency.
Timeline (last 90 days)
Sep 12
The core contribution of the paper is an update admission auditing protocol, supported by analytical arguments and synthetic experimental evidence.
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